title: Accounting protesting and warm glow bidding in Contingent Valuation surveys considering the management of environmental goods--an empirical case study assessing the value of protecting a Natura 2000 wetland area in Greece.
abstract: Based on a Contingent Valuation survey aiming to reveal the willingness to pay (WTP) for conservation of a wetland area in Greece, we show how protest and warm glow motives can be taken into account when modeling WTP. In a sample of more than 300 respondents, we find that 54% of the positive bids are rooted to some extent in warm glow reasoning while 29% of the zero bids can be classified as expressions of protest rather than preferences. In previous studies, warm glow bidders are only rarely identified while protesters are typically identified and excluded from further analysis. We test for selection bias associated with simple removal of both protesters and warm glow bidders in our data. Our findings show that removal of warm glow bidders does not significantly distort WTP whereas we find strong evidence of selection bias associated with removal of protesters. We show how to correct for such selection bias by using a sample selection model. In our empirical sample, using the typical approach of removing protesters from the analysis, the value of protecting the wetland is significantly underestimated by as much as 46% unless correcting for selection bias.
authors.affiliation: MTT Agrifood Research Finland, Economic Research Unit, Latokartanonkaari 9, 00790 Helsinki, Finland. Electronic address: ioanna.grammatikopoulou@mtt.fi.
authors.forename: Ioanna
authors.initials: I
authors.lastname: Grammatikopoulou
authors.forename: Søren Bøye
authors.initials: SB
authors.lastname: Olsen
mesh_terms: D003247:Conservation of Natural Resources / Q000191:economics*; D003627:Data Interpretation, Statistical; D006115:Greece; D009042:Motivation; D053833:Wetlands
keywords: Contingent Valuation; Grouped data model; Protest bidding; Selection bias; Warm glow